dnf_composer::element::NormalNoise Class Reference

Additive Gaussian noise source for neural fields. More...

#include <normal_noise.h>

Inheritance diagram for dnf_composer::element::NormalNoise:

Collaboration diagram for dnf_composer::element::NormalNoise:

Public Member Functions
std::shared_ptr< Element >	clone () const override
NormalNoiseParameters	getParameters () const
void	init () override
	Initialize the element (called once before the simulation loop).
	NormalNoise (const ElementCommonParameters &elementCommonParameters, NormalNoiseParameters parameters)
	Construct a NormalNoise element.
void	setParameters (NormalNoiseParameters parameters)
void	step (double t, double deltaT) override
	Advance the element by one time step.
std::string	toString () const override
Public Member Functions inherited from dnf_composer::element::Element
virtual void	addInput (const std::shared_ptr< Element > &inputElement, const std::string &inputComponent="output")
	Register inputElement as an upstream source for this element.
void	buildInputCache ()
	Cache raw pointers to input component data. Call after all element init()s complete.
virtual void	changeDimensions (const ElementDimensions &newDimensions)
	Resize all components to newDimensions and re-initialize.
void	close ()
	Element (const ElementCommonParameters &parameters)
	Construct an element with the given common parameters.
std::vector< double >	getComponent (const std::string &componentName)
	Return a copy of the named component vector.
std::vector< std::string >	getComponentList () const
std::vector< double > *	getComponentPtr (const std::string &componentName)
const std::unordered_map< std::string, std::vector< double > > *	getComponents () const
	Return a read-only pointer to the full components map.
ElementCommonParameters	getElementCommonParameters () const
std::vector< std::shared_ptr< Element > >	getInputs ()
std::unordered_map< std::shared_ptr< Element >, std::string >	getInputsAndComponents ()
	Return all inputs mapped to the component name they expose.
ElementLabel	getLabel () const
int	getMaxSpatialDimension () const
std::vector< std::shared_ptr< Element > >	getOutputs ()
int	getSize () const
	Return the number of spatial samples (size = round(x_max / d_x)).
double	getStepSize () const
	Return the spatial resolution (d_x).
int	getUniqueIdentifier () const
std::string	getUniqueName () const
bool	hasInput () const
bool	hasInput (const std::string &inputElementName, const std::string &inputComponent)
bool	hasInput (int inputElementId, const std::string &inputComponent)
bool	hasOutput () const
bool	hasOutput (const std::string &outputElementName, const std::string &outputComponent)
bool	hasOutput (int outputElementId, const std::string &outputComponent)
void	print () const
void	removeInput (const std::string &inputElementId)
void	removeInput (int uniqueId)
void	removeInputs ()
void	removeOutput (const std::string &outputElementId)
	Deregister this element as an input of outputElementId.
void	removeOutput (int uniqueId)
	Deregister this element as an input of the element with uniqueId.
void	removeOutputs ()
void	setUniqueName (const std::string &name)
void	updateInput ()
	Pull data from all registered input elements into this element's components.
virtual	~Element ()=default

Additional Inherited Members
Protected Attributes inherited from dnf_composer::element::Element
ElementCommonParameters	commonParameters
	Name, label, and spatial dimensions.
std::unordered_map< std::string, std::vector< double > >	components
	Named data arrays (e.g. "output").
std::unordered_map< std::shared_ptr< Element >, std::string >	inputs
	Upstream elements and the component they expose.
std::unordered_map< std::shared_ptr< Element >, std::string >	outputs
	Downstream elements that read this element's output.

Detailed Description

Additive Gaussian noise source for neural fields.

Each step() draws independent zero-mean normal samples with the configured amplitude (standard deviation) and stores them as the "output" component. Adding this element to a neural field breaks spatial symmetry and drives stochastic state transitions.

Constructor & Destructor Documentation

NormalNoise()

dnf_composer::element::NormalNoise::NormalNoise	(	const ElementCommonParameters &	elementCommonParameters,
		NormalNoiseParameters	parameters
	)

Construct a NormalNoise element.

Parameters

elementCommonParameters	Name, label, and spatial dimensions.
parameters	Noise-specific parameters.

Member Function Documentation

clone()

std::shared_ptr< Element > dnf_composer::element::NormalNoise::clone ( ) const

overridevirtual

Implements dnf_composer::element::Element.

getParameters()

NormalNoiseParameters dnf_composer::element::NormalNoise::getParameters

(

)

const

init()

void dnf_composer::element::NormalNoise::init ( )

overridevirtual

Initialize the element (called once before the simulation loop).

Implements dnf_composer::element::Element.

setParameters()

void dnf_composer::element::NormalNoise::setParameters

(

NormalNoiseParameters

parameters

)

step()

void dnf_composer::element::NormalNoise::step ( double  t, double  deltaT  )

overridevirtual

Advance the element by one time step.

Parameters

t	Current simulation time.
deltaT	Integration step size.

Implements dnf_composer::element::Element.

Here is the call graph for this function:

toString()

std::string dnf_composer::element::NormalNoise::toString ( ) const

overridevirtual

Implements dnf_composer::element::Element.

Here is the call graph for this function:

---

The documentation for this class was generated from the following files:

• include/elements/normal_noise.h
• src/elements/normal_noise.cpp